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"Understanding and Exploring Open JAR Libraries" matching MCP servers:

  • Open Automation Platform MCP

    joenukem
    F
    license
    B
    quality
    C
    maintenance
    Exposes open automation platform capabilities to AI agents with tools for managing job templates, inventories, collections, EDA activations, audit events, and policy checks, governed by gateway auth, RBAC, and policy enforcement.
    7

  • Gitlab MCP Server

    jmrplens
    A
    license
    A
    quality
    A
    maintenance
    Model Context Protocol (MCP) server for GitLab — exposes 1006 GitLab REST & GraphQL API operations as MCP tools (42 meta-tools / 57 enterprise), 24 resources, 38 prompts, and 17 completion types for AI assistants. Written in Go, single static binary, stdio and HTTP transport.
    2
    31
    MIT

  • loopsense

    jarvisassistantux
    A
    license
    A
    quality
    D
    maintenance
    LoopSense is an open-source MCP server that closes the feedback loop for AI coding agents — giving them real-time visibility into CI results, deployments, test outcomes, and file system changes.
    9
    15
    2
    MIT

  • Codemend MCP Server

    Codemend
    A
    license
    A
    quality
    D
    maintenance
    Connects AI tools directly to Codemend production error monitoring to list, analyze, and resolve software crashes. It enables users to retrieve AI-generated fixes and automatically open GitHub pull requests to address production issues.
    5
    14
    MIT

  • mcp-jenkins

    lanbaoshen
    A
    license
    B
    quality
    A
    maintenance
    The Model Context Protocol (MCP) Jenkins integration is an open-source implementation that bridges Jenkins with AI language models following Anthropic's MCP specification. This project enables secure, contextual AI interactions with Jenkins tools while maintaining data privacy and security.
    33
    140
    MIT

  • MCP Template

    unmarco
    A
    license
    -
    quality
    D
    maintenance
    A boilerplate for building FastMCP servers, providing a basic setup for testing, linting, formatting, and publishing to NPM.
    13
    1
    MIT

  • mcp-deploy-intel

    vellankikoti
    A
    license
    -
    quality
    C
    maintenance
    Provides Kubernetes deployment intelligence with typed query tools and AI-synthesized risk briefs, enabling users to list workloads, get detailed snapshots, query Prometheus metrics, record deployment history, and generate risk assessments before promoting to production.
    Apache 2.0

  • DevOps AI Toolkit

    vfarcic
    A
    license
    -
    quality
    A
    maintenance
    Enables intelligent Kubernetes deployments, automated documentation testing, organizational pattern management, and shared prompt libraries. Provides AI-powered recommendations based on cluster capabilities and automates DevOps workflows through conversational interfaces.
    724
    335
    MIT

  • LUMINO MCP Server

    spre-sre
    A
    license
    -
    quality
    C
    maintenance
    An open source MCP server empowering SREs with intelligent observability, predictive analytics, and AI-driven automation across Kubernetes, OpenShift, and Tekton environments.
    11
    Apache 2.0

  • mcp-onedev

    theonedev
    A
    license
    -
    quality
    A
    maintenance
    Interact with OneDev for CI/CD spec editing, pull request review, and issue workflow automation etc.
    13
    MIT

  • Template MCP Server

    Ritesh-Goyal
    A
    license
    -
    quality
    C
    maintenance
    A production-ready template for building Model Context Protocol servers in Python, featuring example tools, structured logging, and multiple transport protocols.
    Apache 2.0

  • Light DevOps MCP Server

    chansanya
    F
    license
    -
    quality
    C
    maintenance
    Enables AI agents to query build/deploy status and request operations on a self-hosted Docker/Compose deployment platform, with Observer and Operator skills and approval-based write actions.

  • DDG MCP2

    elliotnorrevik
    -
    license
    -
    quality
    -
    maintenance
    A basic MCP server template built with FastMCP framework that provides example tools for echoing messages and retrieving server information. Serves as a starting point for developing custom MCP servers with Docker support and CI/CD integration.

  • reelier

    seldonframe
    A
    license
    A
    quality
    A
    maintenance
    Record an agent's MCP tool-call workflow once, replay it deterministically for zero tokens, and get a receipt — a snapshot-testing and deterministic-execution layer for Agent Skills.
    5
    886
    1
    MIT

  • zerodrop-mcp

    zerodrop-dev
    A
    license
    A
    quality
    A
    maintenance
    Provides disposable email inboxes for AI agents to automatically receive and extract OTPs and magic links, enabling seamless email verification during autonomous workflows.
    3
    96
    MIT